Data comparing liberal arts colleges in the sciences

Another look at production of graduate students by the Oberlin Group of small LAC colleges (+ a few more similar ones that I added). This is the baccalaureate origins (where they got their bachelors) of PhDs in the hard sciences from 2004 to 2014. I downloaded the data from here: https://ncsesdata.nsf.gov/webcaspar

Similar to this table, http://talk.collegeconfidential.com/discussion/comment/19567186/#Comment_19567186 but I downloaded the PhD field detail so I could break out CS and Math. Numbers are a little lower since NSF must have aggregated more fields than I did for their aggregated table (which I used first).

GeoSciLifeSciChemPhysicsCompSciMathEngineertotalname
881815531213023429Carleton Coll
12_5733685466105395Harvey Mudd Coll
__
91441733222531281Swarthmore Coll
311142631153623276Williams Coll
30160201482913274Oberlin Coll
131002018101392266Bucknell Univ
__5125333872511244Reed Coll
__8126371233614236St. Olaf Coll
2312423932813223Pomona Coll
7131301791314221Grinnell Coll
23121227111221217Smith Coll
2212816147117205Wesleyan Univ
__36323881281198Lafayette Coll
__8103
24171015_8185Haverford Coll
131191786913185Mount Holyoke Coll
21
9492015169184Amherst Coll
291031514
895183Colgate Univ
2374269131117173Macalester Coll
710919108115169Wellesley Coll
15962675511165Colby Coll
24
6922
942114163Whitman Coll
179316781011162Bowdoin Coll
107824109722160Trinity Univ
27
881412366156Colorado Coll
218512128610154Middlebury Coll
13
65251731315151U of Puget Sound
11703616458150Coll of Wooster
__965311011816150Hope Coll
8762120779148Vassar Coll
_9642123_2816143Gustavus Adolphus Coll
19
781771910141Bates Coll
96534
86117140Furman Univ
16574171106138Franklin & Marshall Coll
__9681714
2155130Bryn Mawr Coll
__268328585128Kalamazoo Coll
10531821496121Lawrence Univ
__177194212
4119Davidson Coll
1162208177116Occidental Coll
__248339210
8112Coll of the Holy Cross
__28686530110Ohio Wesleyan Univ
__8432064524110Union Coll
0641412111
6108Kenyon Coll
__574193141107Barnard Coll
_4611181440102DePauw Univ
245755415101Eckerd Coll
1064124172100Augustana Coll
__740188118
8100Wheaton Coll
__36121362298Gettysburg Coll
16810
351997Clark Univ
058616111496Spelman Coll
15
4715624594Hamilton Coll
3617824893Denison Univ
8609822493Dickinson Coll
8687033392Skidmore Coll
154181130289Drew Univ
13814
1572187Trinity Coll
__
939150671187WA & Lee Univ
12
448364582Beloit Coll
3599450282Earlham Coll
2321210431982Morehouse Coll
14622145382Willamette Univ
242184210381Knox Coll
53427533178Albion Coll
64616
133378CT Coll
1488764478Lewis & Clark Coll
25015412377Muhlenberg Coll
2367677267Bard Coll
8319477167Sewanee: U of the South
73012
346466St. Lawrence Univ
04011543265Alma Coll
13116
307563Berea Coll
2356345661Rhodes Coll
02419802558Wabash Coll
22511
5131057Coe Coll
12042022453Manhattan Coll
__
2
289204348Claremont McKenna Coll
02118341148Lake Forest Coll
12414
213247Austin Coll
2258223446Coll of St. Benedict
02511501345Pacific Univ
02123121039Seattle Pacific Univ
__
2
1614_102338Randolph-Macon Coll
0274100234Scripps Coll
1224021131Whittier Coll
0191120225Simmons Coll
0161103021Pitzer Coll
0115112121Rollins Coll
1141200119Sarah Lawrence Coll
0105003018Lee Univ
0104001116Mills Coll
_
0
100000
1Clark Coll